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However, the Gunners have also been study at the back with clean sheets against Everton and Watford and there is a surprise inclusion between the sticks in the statistical XI.

Meanwhile, Liverpool are joint top of the table and undefeated in the league but have no representatives in the best XI of the campaign so far.

Mohamed Salah, Sadio Mane and Roberto Firmino have all failed to fire consistently while there has been an even better left-back than Andrew Robertson in the top flight this season.

Chelsea have two players in the XI while Manchester City dominate with three, but there are also call-ups for stars from Crystal Palace, Leicester City, Burnley and Everton as they enjoy eye-catching starts to the campaign.

Arsenal have two players in the statistical Premier League Team of the Season (Image: GETTY)

GK: Petr Cech (Arsenal) – 7.7 (Image: GETTY)

RB: Aaron Wan-Bissaka (Crystal Palace) – 7.5 (Image: GETTY)

CB: Harry Maguire (Leicester City) – 7.4 (Image: GETTY)

CB: James Tarkowski (Burnley) – 7.4 (Image: GETTY)

LB: Marcos Alonso (Chelsea) – 7.3 (Image: GETTY)

RM: Raheem Sterling (Manchester City) – 7.8 (Image: GETTY)

CM: Gylfi Sigurdsson (Everton) – 7.5 (Image: GETTY)

CM: David Silva (Manchester City) – 7.7 (Image: GETTY)

LM: Eden Hazard (Chelsea) – 8.1 (Image: GETTY)

ST: Sergio Aguero (Manchester City) – 7.7 (Image: GETTY)

ST: Alexandre Lacazette (Arsenal) – 7.5 (Image: GETTY)

Here is the full WhoScored.com Premier League Team of the Season so far, based on stats (Image: WhoScored.com)